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油棕(Elaeis guineensis Jacq.)主要育种群的基因组特性。

Genome properties of key oil palm (Elaeis guineensis Jacq.) breeding populations.

机构信息

Department of Plant Biology and Physiology, Faculty of Sciences, University of Yaoundé I, Yaoundé, Cameroon.

CETIC (African Center of Excellence in Information and Communication Technologies), University of Yaoundé I, Yaoundé, Cameroon.

出版信息

J Appl Genet. 2022 Dec;63(4):633-650. doi: 10.1007/s13353-022-00708-w. Epub 2022 Jun 13.

DOI:10.1007/s13353-022-00708-w
PMID:35691996
Abstract

A good knowledge of the genome properties of the populations makes it possible to optimize breeding methods, in particular genomic selection (GS). In oil palm (Elaeis guineensis Jacq), the world's main source of vegetable oil, this would provide insight into the promising GS results obtained so far. The present study considered two complex breeding populations, Deli and La Mé, with 943 individuals and 7324 single-nucleotide polymorphisms (SNPs) from genotyping-by-sequencing. Linkage disequilibrium (LD), haplotype sharing, effective size (N), and fixation index (F) were investigated. A genetic linkage map spanning 1778.52 cM and with a recombination rate of 2.85 cM/Mbp was constructed. The LD at r=0.3, considered the minimum to get reliable GS results, spanned over 1.05 cM/0.22 Mbp in Deli and 0.9 cM/0.21 Mbp in La Mé. The significant degree of differentiation existing between Deli and La Mé was confirmed by the high F value (0.53), the pattern of correlation of SNP heterozygosity and allele frequency among populations, and the decrease of persistence of LD and of haplotype sharing among populations with increasing SNP distance. However, the level of resemblance between the two populations over short genomic distances (correlation of r values between populations >0.6 for SNPs separated by <0.5 cM/1 kbp and percentage of common haplotypes >40% for haplotypes <3600 bp/0.20 cM) likely explains the superiority of GS models ignoring the parental origin of marker alleles over models taking this information into account. The two populations had low N (<5). Population-specific genetic maps and reference genomes are recommended for future studies.

摘要

对群体的基因组特性有很好的了解,可以优化育种方法,特别是基因组选择(GS)。在油棕(Elaeis guineensis Jacq)中,油棕是世界上主要的植物油来源,这将为迄今为止获得的有希望的 GS 结果提供深入了解。本研究考虑了两个复杂的育种群体,德利(Deli)和拉梅(La Mé),它们包含 943 个个体和 7324 个来自测序的单核苷酸多态性(SNP)。研究了连锁不平衡(LD)、单倍型共享、有效大小(N)和固定指数(F)。构建了一张遗传连锁图谱,覆盖 1778.52cM,重组率为 2.85cM/Mbp。在德利(Deli)中,r=0.3 处的 LD(被认为是获得可靠 GS 结果的最小 LD)跨越了 1.05cM/0.22Mbp,在拉梅(La Mé)中跨越了 0.9cM/0.21Mbp。德利(Deli)和拉梅(La Mé)之间存在着显著的分化程度,这是通过高 F 值(0.53)、SNP 杂合度和等位基因频率在种群之间的相关性模式以及 LD 和单倍型共享在种群之间随 SNP 距离的增加而降低来证实的。然而,两个群体之间在短基因组距离上的相似性水平(在 SNP 距离<0.5cM/1kbp 时,群体之间 r 值的相关性>0.6,在 3600bp/0.20cM 以下的单倍型中,共同单倍型的百分比>40%)很可能解释了忽略标记等位基因亲本来源的 GS 模型优于考虑此信息的模型的优越性。两个群体的 N 值都很低(<5)。建议在未来的研究中使用群体特异性遗传图谱和参考基因组。

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